Linear Algebra and Linear Models

Framsida
Springer Science & Business Media, 18 jan. 2008 - 139 sidor

This book provides a rigorous introduction to the basic aspects of the theory of linear estimation and hypothesis testing, covering the necessary prerequisites in matrices, multivariate normal distribution and distributions of quadratic forms along the way. It will appeal to advanced undergraduate and first-year graduate students, research mathematicians and statisticians.

 

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Innehåll

EigenvaluesandtheSpectralTheorem
27
Tests of Linear Hypotheses
51
ResidualSumofSquares
73
4
79
5
99
Rank Additivity 113
112
14
119
Notes
129
22
134
Index
136
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